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Why your local agent shouldn't keep all models hot in VRAM: real numbers from an agent loop

This story is from 2026-09-11. It is preserved in the archive; the latest stories are on the live feed.

When building an autonomous local agent that handles voice, screen observation, and tool execution, the naive architecture is to leave every model server running in the background. I tested this on a local workstation setup running four components: - Qwen3.8-27B (planning and tool calls) - Nemotron…

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  1. 2026-09-11 18:17 · r/AI_Agents
    Why your local agent shouldn't keep all models hot in VRAM: real numbers from an agent loop

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